Goodness of fit tests for different probability models for random multigraphs.
Performing multiplexity analysis whilest also considering the node covariates.
Probability models for and statistical analysis of random multigraphs.
Using statistical entropy analysis and random multigraphs to analyse gender representation in films. More info coming soon.
The statistical analysis and modelling of social network data represented as multigraphs. More info coming soon.
New combinatorial results are given for the global probability distribution of edge multiplicities and its marginal local distributions of loops and edges. The number of multigraphs on triads is determined for arbitrary degrees, and aggregated triads are shown to be useful for analyzing regular and almost regular multigraphs.
The local structure of undirected multigraphs under two random multigraph models is analyzed and compared.
The main purpose of this article is to show the versatility of a multigraph approach when analysing social networks.
This article describes families of finite multigraphs with labeled or unlabeled edges and vertices. It shows how size and complexity vary for different types of equivalence classes of graphs defined by ignoring only edge labels or ignoring both edge …